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. 2012 Feb 2;12(2):1468–1481. doi: 10.3390/s120201468

Table 4.

Data Prediction results: a reading is predicted using other readings at past times. The table shows mean errors for each case. In red, situations where the Nearest Neighbor completion performs better than the AAN.

Location Depth Prediction of Density Prediction of Salinity Prediction of Temperature

ANN Nearest Neighbor ANN Nearest Neighbor ANN Nearest Neighbor
Jordan Basin 50 m 0.31% 0.27% 0.38% 0.31% 1.17% 0.98%
200 m 0.09% 0.08% 0.11% 0.13% 0.57% 0.41%

Northeast Channel 50 m 0.74% 0.70% 1.03% 0.87% 3.99% 3.54%
180 m 0.18% 0.20% 0.34% 0.19% 2.70% 1.49%